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Geampana A. Fertility apps, datafication and knowledge production in reproductive health. SOCIOLOGY OF HEALTH & ILLNESS 2024. [PMID: 38823027 DOI: 10.1111/1467-9566.13793] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/17/2023] [Accepted: 04/22/2024] [Indexed: 06/03/2024]
Abstract
Despite being the target of much criticism, commercialised digital technologies have proliferated in reproductive health arenas. Fertility applications (apps) are now some of the most popular and ubiquitous digital health tracking technologies, with millions of downloads. Previous scholarship has already underlined the problematic nature of their design and surveillance features. However, less attention has been paid to the wider effects of datafied knowledge availability. This research specifically asks: How does the proliferation of fertility apps shape knowledge (and associated practices) in reproductive health? Drawing on an analysis of key document sources, I here argue that fertility apps act as mediators between stakeholders, data and datafied outputs, thus facilitating: (1) the datafication of fertility awareness knowledge and the production of new datafied knowledge, (2) legitimation discourses and practices and (3) the remaking of private/public expertise and knowledge production networks in reproductive health. To effectively analyse the effects of commercialised reproductive health apps, this work argues for an understanding of data technologies that is informed by critical data studies.
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Affiliation(s)
- Alina Geampana
- Department of Sociology, Faculty of Social Sciences and Health, Durham University, Durham, UK
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Karim JL, Wan R, Tabet RS, Chiu DS, Talhouk A. Person-Generated Health Data in Women's Health: Scoping Review. J Med Internet Res 2024; 26:e53327. [PMID: 38754098 PMCID: PMC11140278 DOI: 10.2196/53327] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2023] [Revised: 03/15/2024] [Accepted: 03/26/2024] [Indexed: 05/18/2024] Open
Abstract
BACKGROUND The increased pervasiveness of digital health technology is producing large amounts of person-generated health data (PGHD). These data can empower people to monitor their health to promote prevention and management of disease. Women make up one of the largest groups of consumers of digital self-tracking technology. OBJECTIVE In this scoping review, we aimed to (1) identify the different areas of women's health monitored using PGHD from connected health devices, (2) explore personal metrics collected through these technologies, and (3) synthesize facilitators of and barriers to women's adoption and use of connected health devices. METHODS Following the PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-Analyses) guidelines for scoping reviews, we searched 5 databases for articles published between January 1, 2015, and February 29, 2020. Papers were included if they targeted women or female individuals and incorporated digital health tools that collected PGHD outside a clinical setting. RESULTS We included a total of 406 papers in this review. Articles on the use of PGHD for women steadily increased from 2015 to 2020. The health areas that the articles focused on spanned several topics, with pregnancy and the postpartum period being the most prevalent followed by cancer. Types of digital health used to collect PGHD included mobile apps, wearables, websites, the Internet of Things or smart devices, 2-way messaging, interactive voice response, and implantable devices. A thematic analysis of 41.4% (168/406) of the papers revealed 6 themes regarding facilitators of and barriers to women's use of digital health technology for collecting PGHD: (1) accessibility and connectivity, (2) design and functionality, (3) accuracy and credibility, (4) audience and adoption, (5) impact on community and health service, and (6) impact on health and behavior. CONCLUSIONS Leading up to the COVID-19 pandemic, the adoption of digital health tools to address women's health concerns was on a steady rise. The prominence of tools related to pregnancy and the postpartum period reflects the strong focus on reproductive health in women's health research and highlights opportunities for digital technology development in other women's health topics. Digital health technology was most acceptable when it was relevant to the target audience, was seen as user-friendly, and considered women's personalization preferences while also ensuring accuracy of measurements and credibility of information. The integration of digital technologies into clinical care will continue to evolve, and factors such as liability and health care provider workload need to be considered. While acknowledging the diversity of individual needs, the use of PGHD can positively impact the self-care management of numerous women's health journeys. The COVID-19 pandemic has ushered in increased adoption and acceptance of digital health technology. This study could serve as a baseline comparison for how this field has evolved as a result. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID) RR2-10.2196/26110.
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Affiliation(s)
- Jalisa Lynn Karim
- Department of Obstetrics and Gynaecology, University of British Columbia, Vancouver, BC, Canada
| | - Rachel Wan
- Department of Obstetrics and Gynaecology, University of British Columbia, Vancouver, BC, Canada
| | - Rhea S Tabet
- Department of Pharmacology and Therapeutics, McGill University, Montréal, QC, Canada
| | - Derek S Chiu
- Department of Molecular Oncology, University of British Columbia, Vancouver, BC, Canada
| | - Aline Talhouk
- Department of Obstetrics and Gynaecology, University of British Columbia, Vancouver, BC, Canada
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Salvatore GM, Bercovitz I, Arigo D. Women's comfort with mobile applications for menstrual cycle self-monitoring following the overturning of Roe v. Wade. Mhealth 2023; 10:1. [PMID: 38323149 PMCID: PMC10839505 DOI: 10.21037/mhealth-23-31] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/13/2023] [Accepted: 09/22/2023] [Indexed: 02/08/2024] Open
Abstract
Background The overturning of Roe v. Wade in June 2022 has many implications for American women of reproductive age, as well as for researchers focused on women's health in the United States (U.S.). Personal reproductive health data, such as information collected by menstrual cycle (MC) tracking applications (apps), can now be bought, sold, or accessed by law enforcement to enforce limits on abortion. American women have grown concerned about data privacy and have even deleted MC tracking apps following the overturning of Roe v. Wade. This concern is problematic as these apps may advance our understanding of women's MC experiences by capturing time-sensitive data. The present study was designed to provide updated insight into women's perceptions of these apps, including the response rate to a study of this nature and women's willingness to self-report demographic information in this context, following the Supreme Court decision. Methods A total of 206 women aged 18-60 years who were identified as pre- or perimenopausal completed an anonymous, cross-sectional survey between August and November 2022. Results Most respondents had experience using a MC app at the time of reporting; 53.4% (n=110) were current users, and an additional 48 participants had used MC tracking apps in the past. Over one-third of participants (38.3%; n=75) indicated that they had reconsidered using such an app because of current events; 30.3% (n=59) preferred methods of MC tracking that did not involve app-based technology, and 34.2% (n=67) reported that they are not willing to participate in research that involves daily tracking of the MC. Conclusions Overall, the feasibility of menstruation-related research that includes mobile apps is fairly low, given women's current comfort with this technology compared to the Roe era, and there is a need to establish criteria and protections for use of mobile apps in women's health research.
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Affiliation(s)
| | - Iris Bercovitz
- Department of Psychology, Rowan University, Glassboro, NJ, USA
| | - Danielle Arigo
- Department of Psychology, Rowan University, Glassboro, NJ, USA
- Department of Family Medicine, Rowan School of Osteopathic Medicine, Stratford, NJ, USA
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Jantraporn R, Kian A, Collins M, Baden M, Mendez E, Wehlage J, Wolf E, Austin RR. Evaluation of Mobile Health Cycle Tracking Applications Privacy, Security, and Data Sharing Practices. Comput Inform Nurs 2023; 41:629-634. [PMID: 37683626 DOI: 10.1097/cin.0000000000001045] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/10/2023]
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Tariq B, Phillips S, Biswakarma R, Talaulikar V, Harper JC. Women's knowledge and attitudes to the menopause: a comparison of women over 40 who were in the perimenopause, post menopause and those not in the peri or post menopause. BMC Womens Health 2023; 23:460. [PMID: 37648988 PMCID: PMC10469514 DOI: 10.1186/s12905-023-02424-x] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2022] [Accepted: 05/09/2023] [Indexed: 09/01/2023] Open
Abstract
OBJECTIVES To evaluate women's knowledge and attitudes towards the menopause by comparing three groups of women: perimenopause, post menopause and those women not in either the peri or post menopause (other). METHODS A 35 question online survey was advertised on social media to evaluate women's attitudes and knowledge of the menopause. Three groups of women were compared: perimenopause, post menopause and those women not in either the peri or post menopause (other). RESULTS Most women were completely uninformed or only had some knowledge of the menopause before the age of 40. Most women thought that the menopause should be taught at school, but over 80% had received no menopause education at school themselves. The most popular sources of menopause information were independent websites and friends. Perimenopausal women were significantly more likely than postmenopausal women to use online resources for menopause information. The perimenopausal and postmenopausal groups had more positive attitudes towards the menopause than the other group. 57.5% of postmenopausal women found the menopause difficult or very difficult. Most women were happy about no longer menstruating, although some expressed sadness regarding fertility loss. CONCLUSIONS Most women had limited knowledge and negative attitudes towards the menopause, leaving them unprepared to cope with the physical and psychological changes associated with this stage of life. Improved menopause education is required to improve quality of life during the menopausal transition and a most positive narrative of life postmenopause.
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Affiliation(s)
- Bisma Tariq
- Institute for Women's Health, University College London, London, UK
| | | | - Rina Biswakarma
- Institute for Education, University College London, London, UK
| | | | - Joyce C Harper
- Institute for Women's Health, University College London, London, UK.
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Ollier J, Suryapalli P, Fleisch E, von Wangenheim F, Mair JL, Salamanca-Sanabria A, Kowatsch T. Can digital health researchers make a difference during the pandemic? Results of the single-arm, chatbot-led Elena+: Care for COVID-19 interventional study. Front Public Health 2023; 11:1185702. [PMID: 37693712 PMCID: PMC10485275 DOI: 10.3389/fpubh.2023.1185702] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2023] [Accepted: 07/24/2023] [Indexed: 09/12/2023] Open
Abstract
Background The current paper details findings from Elena+: Care for COVID-19, an app developed to tackle the collateral damage of lockdowns and social distancing, by offering pandemic lifestyle coaching across seven health areas: anxiety, loneliness, mental resources, sleep, diet and nutrition, physical activity, and COVID-19 information. Methods The Elena+ app functions as a single-arm interventional study, with participants recruited predominantly via social media. We used paired samples T-tests and within subjects ANOVA to examine changes in health outcome assessments and user experience evaluations over time. To investigate the mediating role of behavioral activation (i.e., users setting behavioral intentions and reporting actual behaviors) we use mixed-effect regression models. Free-text entries were analyzed qualitatively. Results Results show strong demand for publicly available lifestyle coaching during the pandemic, with total downloads (N = 7'135) and 55.8% of downloaders opening the app (n = 3,928) with 9.8% completing at least one subtopic (n = 698). Greatest areas of health vulnerability as assessed with screening measures were physical activity with 62% (n = 1,000) and anxiety with 46.5% (n = 760). The app was effective in the treatment of mental health; with a significant decrease in depression between first (14 days), second (28 days), and third (42 days) assessments: F2,38 = 7.01, p = 0.003, with a large effect size (η2G = 0.14), and anxiety between first and second assessments: t54 = 3.7, p = <0.001 with a medium effect size (Cohen d = 0.499). Those that followed the coaching program increased in net promoter score between the first and second assessment: t36 = 2.08, p = 0.045 with a small to medium effect size (Cohen d = 0.342). Mediation analyses showed that while increasing number of subtopics completed increased behavioral activation (i.e., match between behavioral intentions and self-reported actual behaviors), behavioral activation did not mediate the relationship to improvements in health outcome assessments. Conclusions Findings show that: (i) there is public demand for chatbot led digital coaching, (ii) such tools can be effective in delivering treatment success, and (iii) they are highly valued by their long-term user base. As the current intervention was developed at rapid speed to meet the emergency pandemic context, the future looks bright for other public health focused chatbot-led digital health interventions.
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Affiliation(s)
- Joseph Ollier
- Mobiliar Lab for Analytics, Chair of Technology Marketing, Department of Management, Technology, and Economics, ETH Zurich, Zurich, Switzerland
| | - Pavani Suryapalli
- Centre for Digital Health Interventions, Institute of Technology Management, University of St. Gallen, St. Gallen, Switzerland
| | - Elgar Fleisch
- Centre for Digital Health Interventions, Institute of Technology Management, University of St. Gallen, St. Gallen, Switzerland
- Centre for Digital Health Interventions, Chair of Information Management, Department of Management, Technology, and Economics, ETH Zurich, Zurich, Switzerland
- Future Health Technologies, Singapore-ETH Centre, Campus for Research Excellence and Technological Enterprise (CREATE), Singapore, Singapore
| | - Florian von Wangenheim
- Mobiliar Lab for Analytics, Chair of Technology Marketing, Department of Management, Technology, and Economics, ETH Zurich, Zurich, Switzerland
- Centre for Digital Health Interventions, Chair of Information Management, Department of Management, Technology, and Economics, ETH Zurich, Zurich, Switzerland
- Future Health Technologies, Singapore-ETH Centre, Campus for Research Excellence and Technological Enterprise (CREATE), Singapore, Singapore
| | - Jacqueline Louise Mair
- Centre for Digital Health Interventions, Chair of Information Management, Department of Management, Technology, and Economics, ETH Zurich, Zurich, Switzerland
- Future Health Technologies, Singapore-ETH Centre, Campus for Research Excellence and Technological Enterprise (CREATE), Singapore, Singapore
- Saw Swee Hock School of Public Health, National University of Singapore, Singapore, Singapore
| | - Alicia Salamanca-Sanabria
- Singapore Institute for Clinical Sciences (SICS), Agency for Science, Technology and Research (ASTAR), Singapore, Singapore
| | - Tobias Kowatsch
- Centre for Digital Health Interventions, Chair of Information Management, Department of Management, Technology, and Economics, ETH Zurich, Zurich, Switzerland
- Future Health Technologies, Singapore-ETH Centre, Campus for Research Excellence and Technological Enterprise (CREATE), Singapore, Singapore
- Institute for Implementation Science in Health Care, University of Zurich, Zurich, Switzerland
- School of Medicine, University of St. Gallen, St. Gallen, Switzerland
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Hamper J. A fertility app for two? Women's perspectives on sharing conceptive fertility work with male partners. CULTURE, HEALTH & SEXUALITY 2022; 24:1713-1728. [PMID: 34779718 DOI: 10.1080/13691058.2021.2002414] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/14/2020] [Accepted: 11/01/2021] [Indexed: 06/13/2023]
Abstract
Smartphone apps for monitoring bodily signs of ovulation are growing in popularity and becoming increasingly important tools for facilitating or preventing pregnancy. This article explores heterosexual women's experiences of using fertility apps in the context of trying to conceive. Specifically, it focuses on a feature of fertility apps that enables women to share information about fertility with a male partner. This feature is frequently lauded by apps as providing an opportunity for partners to be more actively involved in the work of trying to conceive. With this focus, the article makes two key contributions to the emerging literature on fertility apps. Firstly, it situates narratives in apps that promote the shared responsibility for conception as part of a pre-parenting culture that values a shared commitment to (future) parenthood. Secondly, drawing on interviews with women in the UK who had used fertility apps, it explores women's perspectives on involving their male partners in pregnancy planning. Rather than redistributing conceptive fertility work, women's experiences reveal how cultural assumptions about heterosexuality and 'natural conception' significantly curtail their ability to engage partners in fertility tracking. As a result, the gendered divisions of fertility work are reconfigured in the new sociotechnical context of fertility app use.
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Affiliation(s)
- Josie Hamper
- School of Geography, Queen Mary University of London, London, UK
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8
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Fertility Decision-Making in the UK: Insights from a Qualitative Study among British Men and Women. SOCIAL SCIENCES 2022. [DOI: 10.3390/socsci11090409] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
Scholars are interested in better understanding the low fertility observed in higher income countries. While some people are choosing to have smaller families, countries also report a ‘fertility gap’, which is the proportion of people who end up with fewer children than originally desired. This paper investigates some causes of the fertility gap in the UK. We amassed qualitative data from seven focus groups conducted among men and women of reproductive age with different educational backgrounds. These focus groups suggest that social support is an influential factor for Britons thinking about having children, although discussions differed in terms of whether this was support from partners or parents. Discussions with university-educated women featured themes of career opportunity costs, and non-university men contributed insights on the financial burden of parenthood. This exploratory study provides up-to-date material on unwanted childlessness and the low fertility in the UK, and highlights the merit of using qualitative methods in understanding the fertility gap.
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Riley S, Paskova K. A post-phenomenological analysis of using menstruation tracking apps for the management of premenstrual syndrome. Digit Health 2022; 8:20552076221144199. [PMID: 36532109 PMCID: PMC9756356 DOI: 10.1177/20552076221144199] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2022] [Accepted: 11/21/2022] [Indexed: 09/19/2023] Open
Abstract
Objectives Menstruation tracking digital applications (MTA) are a popular technology, yet there is a lacuna of research on how women use this technology for the management of PMS. Theoretical frameworks for understanding users' experiences are also underdeveloped in this nascent field. The objectives of the study were therefore twofold, to propose a theoretical framework for understanding women's use of MTA and apply it to the analysis of users' experiences in the management of PMS. Method A novel theoretical framework was proposed, informed by post-phenomenology, postfeminist healthism, feminist new materialism and digital health technologies as public pedagogy. This framework focuses analytic attention on affective relationships between subjectivity, bodily sensations, digital technology, and discourse. It was used to structure the analysis of five in-depth timeline interviews with women in Aotearoa New Zealand who experienced benefits from using MTA to manage PMS symptoms. Results Three pedagogical relationships were identified: a pedagogy of empowerment, where users learnt to control, predict and manage their PMS symptoms in line with healthism; a pedagogy of appreciation, where users learnt to understand their menstruating bodies as amazing, a valued part of them, and awe-inspiring that radically overturned past internalised stigma; and an 'untrustworthy teacher' who eroded this affirmative learning through inaccuracy, positioning users in dis-preferred categories, or being 'creepy'. Conclusions MTA offers huge possibilities for challenging menstrual stigma that need to be nurtured, developed, and protected; and there are benefits for analysing MTA within wider scholarship on postfeminist healthism.
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Affiliation(s)
- Sarah Riley
- School of Psychology, Massey University, Wellington, New Zealand
| | - Klara Paskova
- School of Psychology, Massey University, Wellington, New Zealand
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10
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Kalampalikis A, Chatziioannou SS, Protopapas A, Gerakini AM, Michala L. mHealth and its application in menstrual related issues: a systematic review. EUR J CONTRACEP REPR 2021; 27:53-60. [PMID: 34615425 DOI: 10.1080/13625187.2021.1980873] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
Abstract
OBJECTIVE The objective of this research was to evaluate how menstrual tracking applications can promote gynaecological health. MATERIALS AND METHODS We performed a systematic review in Medline and Scopus, for papers evaluating menstrual tracking mobile applications. We excluded review articles and those not written in English. RESULTS We identified 14 articles measuring the outcome resulting from the use of a single Fertility Tracking Application (FTA). Eight studies evaluated 2 different applications used as a contraception method. One study assessed a fecundity enhancing application. Five studies referred to applications, used to treat or monitor various gynaecologic issues. All studies reported efficacy for their intended use or a high satisfaction rate. DISCUSSION There is a plethora of FTAs, however a minority of them are appraised by medical experts. Several safety and privacy concerns have been expressed regarding their use and these issues should be addressed in the future. All studies identified in our search demonstrated that FTAs can facilitate users in terms of contraception, fertility, and menstrual awareness. CONCLUSION Menstrual tracking applications can serve as a valuable health tool, nevertheless, their content should be more vigorously evaluated.
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Affiliation(s)
- Andreas Kalampalikis
- 1st Department of Obstetrics and Gynaecology, National and Kapodistrian University of Athens, Athens, Greece
| | | | - Athanasios Protopapas
- 1st Department of Obstetrics and Gynaecology, National and Kapodistrian University of Athens, Athens, Greece
| | - Anna M Gerakini
- School of Medicine, European University of Cyprus, Nicosia, Cyprus
| | - Lina Michala
- 1st Department of Obstetrics and Gynaecology, National and Kapodistrian University of Athens, Athens, Greece
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Feng S, Mäntymäki M, Dhir A, Salmela H. How Self-tracking and the Quantified Self Promote Health and Well-being: Systematic Review. J Med Internet Res 2021; 23:e25171. [PMID: 34546176 PMCID: PMC8493454 DOI: 10.2196/25171] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2020] [Revised: 02/10/2021] [Accepted: 07/16/2021] [Indexed: 12/12/2022] Open
Abstract
BACKGROUND Self-tracking technologies are widely used in people's daily lives and health care. Academic research on self-tracking and the quantified self has also accumulated rapidly in recent years. Surprisingly, there is a paucity of research that reviews, classifies, and synthesizes the state of the art with respect to self-tracking and the quantified self. OBJECTIVE Our objective was to identify the state of the art of self-tracking and the quantified self in terms of health and well-being. METHODS We have undertaken a systematic literature review on self-tracking and the quantified self in promoting health and well-being. After a rigorous literature search, followed by inclusions, exclusions, and the application of article quality assessment protocols, 67 empirical studies qualified for the review. RESULTS Our results demonstrate that prior research has focused on 3 stakeholders with respect to self-tracking and the quantified self, namely end users, patients and people with illnesses, and health care professionals and caregivers. We used these stakeholder groups to cluster the research themes of the reviewed studies. We identified 11 research themes. There are 6 themes under the end-user cluster: user motivation and goal setting, usage and effects of self-tracking, continuance intention and long-term usage, management of personal data, rejection and discontinuance, and user characteristics. The patient and people with illnesses cluster contains three themes: usage experience of patients and people with illnesses, management of patient-generated data, and advantages and disadvantages in the clinical context. The health care professional and caregiver cluster contains two themes: collaboration among patients, health care professionals, and caregivers, and changes in the roles of patients and professionals. Moreover, we classified the future research suggestions given in the literature into 5 directions in terms of research designs and research topics. Finally, based on our reflections on the observations from the review, we suggest four future research directions: (1) users' cognitions and emotions related to processing and interpreting the information produced by tracking devices and apps; (2) the dark side of self-tracking (eg, its adverse psychosocial consequences); (3) self-tracking as a societal phenomenon; and (4) systemic impacts of self-tracking on health care and the actors involved. CONCLUSIONS This systematic literature review contributes to research and practice by assisting future research activities and providing practitioners with a concise overview of the state of the art of self-tracking and the quantified self.
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Affiliation(s)
- Shan Feng
- Department of Management and Entrepreneurship, Turku School of Economics, University of Turku, Turku, Finland
| | - Matti Mäntymäki
- Department of Management and Entrepreneurship, Turku School of Economics, University of Turku, Turku, Finland
| | - Amandeep Dhir
- Department of Management, School of Business and Law, University of Agder, Kristiansand, Norway
| | - Hannu Salmela
- Department of Management and Entrepreneurship, Turku School of Economics, University of Turku, Turku, Finland
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12
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Earle S, Marston HR, Hadley R, Banks D. Use of menstruation and fertility app trackers: a scoping review of the evidence. BMJ SEXUAL & REPRODUCTIVE HEALTH 2021; 47:90-101. [PMID: 32253280 DOI: 10.1136/bmjsrh-2019-200488] [Citation(s) in RCA: 21] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/27/2019] [Revised: 02/10/2020] [Accepted: 02/18/2020] [Indexed: 05/23/2023]
Abstract
INTRODUCTION There has been a phenomenal worldwide increase in the development and use of mobile health applications (mHealth apps) that monitor menstruation and fertility. Critics argue that many of the apps are inaccurate and lack evidence from either clinical trials or user experience. The aim of this scoping review is to provide an overview of the research literature on mHealth apps that track menstruation and fertility. METHODS This project followed the PRISMA Extension for Scoping Reviews. The ACM, CINAHL, Google Scholar, PubMed and Scopus databases were searched for material published between 1 January 2010 and 30 April 2019. Data summary and synthesis were used to chart and analyse the data. RESULTS In total 654 records were reviewed. Subsequently, 135 duplicate records and 501 records that did not meet the inclusion criteria were removed. Eighteen records from 13 countries form the basis of this review. The papers reviewed cover a variety of disciplinary and methodological frameworks. Three main themes were identified: fertility and reproductive health tracking, pregnancy planning, and pregnancy prevention. CONCLUSIONS Motivations for fertility app use are varied, overlap and change over time, although women want apps that are accurate and evidence-based regardless of whether they are tracking their fertility, planning a pregnancy or using the app as a form of contraception. There is a lack of critical debate and engagement in the development, evaluation, usage and regulation of fertility and menstruation apps. The paucity of evidence-based research and absence of fertility, health professionals and users in studies is raised.
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Affiliation(s)
- Sarah Earle
- School of Health, Wellbeing and Social Care, The Open University, Milton Keynes, UK
| | - Hannah R Marston
- Health and Wellbeing Priority Research Area, The Open University, Milton Keynes, UK
| | | | - Duncan Banks
- School of Life, Health & Chemical Sciences, The Open University, Milton Keynes, Buckinghamshire, UK
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Ford EA, Peters AE, Roman SD, McLaughlin EA, Beckett EL, Sutherland JM. A scoping review of the information provided by fertility smartphone applications. HUM FERTIL 2021; 25:625-639. [PMID: 33783305 DOI: 10.1080/14647273.2021.1871784] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
Abstract
The growth of smartphone application use across areas of female reproductive health has led to increased interest into their functions and benefits. This scoping review aims to determine the nature and extent of the peer-reviewed literature presented on fertility-based apps, to identify the reliability of the information within the apps, and to determine the ability of this information to educate users. A systematic search of six databases was conducted in April 2020, returning a total of 21,158 records. After duplicate removal, title and abstract screening exclusionary steps, 27 records were reviewed and charted. Records covered a variety of reproductive health themes including contraception, sexual health, and family planning, and used a range of methodologies. The accuracy of fertility information within the apps reported in these studies was variable, but overall there was a lack of depth in the coverage of content in apps. It was common for studies in this review to base fertile window algorithms on stringent cycle length and variability requirements, limiting the applicability of information delivered to users. Furthermore, studies from app affiliates often lacked collaborations with researchers, minimising the potential for fertility knowledge improvements integrated across the suite of female reproductive health apps.
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Affiliation(s)
- Emmalee A Ford
- Priority Research Centre for Reproductive Science, Schools of Biomedical Science & Pharmacy and Environmental & Life Sciences, University of Newcastle, Callaghan, Australia.,Hunter Medical Research Institute, University of Newcastle, New Lambton Heights, Australia
| | - Alexandra E Peters
- Priority Research Centre for Reproductive Science, Schools of Biomedical Science & Pharmacy and Environmental & Life Sciences, University of Newcastle, Callaghan, Australia.,Hunter Medical Research Institute, University of Newcastle, New Lambton Heights, Australia
| | - Shaun D Roman
- Priority Research Centre for Reproductive Science, Schools of Biomedical Science & Pharmacy and Environmental & Life Sciences, University of Newcastle, Callaghan, Australia.,Hunter Medical Research Institute, University of Newcastle, New Lambton Heights, Australia.,Priority Research Centre for Drug Development, University of Newcastle, Callaghan, Australia
| | - Eileen A McLaughlin
- Priority Research Centre for Reproductive Science, Schools of Biomedical Science & Pharmacy and Environmental & Life Sciences, University of Newcastle, Callaghan, Australia.,Hunter Medical Research Institute, University of Newcastle, New Lambton Heights, Australia.,School of Science, Western Sydney University, Penrith, Australia.,School of Biological Science, Faculty of Science, University of Auckland, Auckland, New Zealand
| | - Emma L Beckett
- Hunter Medical Research Institute, University of Newcastle, New Lambton Heights, Australia.,School of Environmental & Life Sciences, Faculty of Science, University of Newcastle, Ourimbah, Australia
| | - Jessie M Sutherland
- Priority Research Centre for Reproductive Science, Schools of Biomedical Science & Pharmacy and Environmental & Life Sciences, University of Newcastle, Callaghan, Australia.,Hunter Medical Research Institute, University of Newcastle, New Lambton Heights, Australia
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14
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Gonçalves ASS, Prado DS, Silva LM. Frequency and experience in the use of menstrual cycle monitoring applications by Brazilian women. EUR J CONTRACEP REPR 2021; 26:291-295. [PMID: 33615939 DOI: 10.1080/13625187.2021.1884222] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
Abstract
OBJECTIVES This study aimed to evaluate frequency and experience in the use of menstrual cycle monitoring applications (apps) by Brazilian women. METHODS A cross-sectional study was performed through an online survey, announced in social media women's groups, among menstruating Brazilian women aged ≥18 years. The instrument collected sociodemographic, sexual, menstrual and technology usage data of all the women who agreed to participate. RESULTS Of the 1160 participants, 71.2% used a menstrual cycle monitoring app. The principal motivation for using menstrual cycle apps was to track the menstrual cycle (94.3%), followed by pregnancy avoidance (49.5%). Users rated the apps with a mean 4.4 (standard deviation 0.65) stars out of five. There was a greater likelihood of using an app among women who used behavioural contraceptive methods (odds ratio [OR] 1.8; 95% confidence interval [CI] 1.2, 2.7; p = 0.01), barrier methods (OR 1.6; 95% CI 1.1, 2.5; p = 0.02) and copper- or silver/copper-bearing intrauterine devices (IUDs) (OR 1.9; 95% CI 1.1, 3.5; p = 0.04) and a lower likelihood among women who used hormonal contraception (OR 0.5; 95% CI 0.3, 0.8; p = 0.00) and permanent contraception (OR 0.1; 95% CI 0.0, 0.4; p = 0.00). CONCLUSION The use of menstrual cycle monitoring apps was quite widespread in the studied group. Satisfaction with app use was considered adequate. The use of menstrual cycle apps was associated with the use of behavioural contraceptive and barrier methods as well as IUDs.
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15
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Schantz JS, Fernandez CSP, Anne Marie ZJ. Menstrual Cycle Tracking Applications and the Potential for Epidemiological Research: A Comprehensive Review of the Literature. CURR EPIDEMIOL REP 2021; 8:9-19. [PMID: 34055569 DOI: 10.1007/s40471-020-00260-3] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
Abstract
Purpose of review We reviewed published studies on menstrual cycle tracking applications (MCTAs) in order to describe the potential of MCTAs for epidemiologic research. Recent Findings A search of PubMed, Web of Science, and Scopus for MCTA literature yielded 150 articles. After exclusions, there were 49 articles that addressed the primary interest areas: 1) characteristics of MCTA users in research, 2) reasons women use or continue using MCTAs, 3) accuracy of identifying ovulation and utility at promoting and preventing pregnancy, and 4) quality assessments of MCTAs across several domains. Summary MCTAs are an important tool for the advancement of epidemiologic research on menstruation. MCTA studies should describe the characteristics of their user-base and missing data patterns. Describing the motivation for using MCTAs throughout a user's life and validating the data collected should be prioritized in future research.
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Affiliation(s)
- Joelle S Schantz
- Department of Maternal and Child Health, Gillings School of Global Public Health, University of North Carolina, Chapel Hill, NC
| | - Claudia S P Fernandez
- Department of Maternal and Child Health, Gillings School of Global Public Health, University of North Carolina, Chapel Hill, NC
| | - Z Jukic Anne Marie
- Epidemiology Branch, National Institute of Environmental Health Sciences, Durham, NC 27709
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16
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Blair DL, Morgan HM, McLernon DJ. Women's perspectives on smartphone apps for fertility tracking and predicting conception: a mixed methods study. EUR J CONTRACEP REPR 2021; 26:119-127. [PMID: 33576699 DOI: 10.1080/13625187.2021.1874336] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
Abstract
BACKGROUND Women use fertility tracking apps (FTAs) for conception purposes, but user perspectives on FTA use for conception are largely unknown. In collaboration with SPD Clearblue, this study explored: how women trying to conceive use FTAs; women's knowledge of their conception chances; and women's feelings towards a potential natural conception prediction app (NCPA). METHODS A mixed methods design was used (online survey and phone interviews). Participants were women 18-40 years old actively trying to conceive. RESULTS The survey received 154 responses and 24 interviews were conducted. Thematic analysis of interviews found that women consider several factors before trying to conceive (ex. age, financial and job security, stability of relationship, etc.) and may adopt lifestyle and behaviour changes when trying (ex. increasing exercise, smoking cessation, diet changes, etc.). Survey results indicated that nearly all respondents were aware of FTAs (n = 146, 94.8%), however, several other fertility and conception information sources were also used (ex. health care providers, online sources, family and friends, etc.). Nearly all respondents reported they would use an NCPA (n = 153, 99.4%). During interviews women had positive feelings towards such an app due to it offering new and individualised information, but worried the app could provide upsetting information. CONCLUSION This research elaborates on women's uses of and interest in FTAs. Stakeholders should use this research to reflect on current conception experiences and possibilities for improvement through development of an NCPA. Future research should seek opinions from a more diverse sample of women to inform the development of an inclusive NCPA.
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Affiliation(s)
- Dawn-Li Blair
- Institute of Applied Health Sciences, University of Aberdeen, Aberdeen, UK
| | - Heather M Morgan
- Institute of Applied Health Sciences, University of Aberdeen, Aberdeen, UK
| | - David J McLernon
- Institute of Applied Health Sciences, University of Aberdeen, Aberdeen, UK
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17
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Costa Figueiredo M, Huynh T, Takei A, Epstein DA, Chen Y. Goals, life events, and transitions: examining fertility apps for holistic health tracking. JAMIA Open 2021; 4:ooab013. [PMID: 33718804 PMCID: PMC7940095 DOI: 10.1093/jamiaopen/ooab013] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2020] [Revised: 01/11/2021] [Accepted: 02/15/2021] [Indexed: 12/04/2022] Open
Abstract
OBJECTIVE Fertility is becoming increasingly supported by consumer health technologies, especially mobile apps that support self-tracking activities. However, it is not clear whether the apps support the variety of goals and life events of those who menstruate, especially during transitions between them. METHODS Thirty-one of the most popular fertility apps were evaluated, analyzing data from three sources: the content of app store pages, app features, and user reviews. FINDINGS Results suggest that fertility apps are designed to support specific life goals of people who menstruate, offering several data collection features and limited feedback options. However, users often desire holistic tracking that encompasses a variety of goals, life events, and the transitions among them. DISCUSSION These findings suggest fertility patients can benefit more from holistic self-tracking and provide insights for future design of consumer health technologies that better support holistic fertility tracking. CONCLUSION Fertility apps have the potential to support varied experiences of people who menstruate. But to achieve that, apps need to expand their support by offering ways for more users to perform holistic, personalized, and personally meaningful tracking, so they can derive long-term benefit from the data they collect.
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Affiliation(s)
- Mayara Costa Figueiredo
- Department of Informatics, Donald Bren School of Informatics and Computer Science, University of California, Irvine, Irvine, California, USA
| | - Thu Huynh
- Department of Informatics, Donald Bren School of Informatics and Computer Science, University of California, Irvine, Irvine, California, USA
| | - Anna Takei
- Department of Informatics, Donald Bren School of Informatics and Computer Science, University of California, Irvine, Irvine, California, USA
| | - Daniel A Epstein
- Department of Informatics, Donald Bren School of Informatics and Computer Science, University of California, Irvine, Irvine, California, USA
| | - Yunan Chen
- Department of Informatics, Donald Bren School of Informatics and Computer Science, University of California, Irvine, Irvine, California, USA
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18
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Grenfell P, Tilouche N, Shawe J, French RS. Fertility and digital technology: narratives of using smartphone app 'Natural Cycles' while trying to conceive. SOCIOLOGY OF HEALTH & ILLNESS 2021; 43:116-132. [PMID: 33147647 PMCID: PMC7894554 DOI: 10.1111/1467-9566.13199] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/26/2019] [Revised: 08/20/2020] [Accepted: 09/09/2020] [Indexed: 05/23/2023]
Abstract
Fertility awareness apps, which help to identify the 'fertile window' when conception is most likely, have been hailed as 'revolutionising' women's reproductive health. Despite rapidly growing popularity, little research has explored how people use these apps when trying to conceive and what these apps mean to them. We draw on in-depth, qualitative interviews, adopting a critical digital health studies lens (a sub-field of science and technology studies), to explore the experiences of cisgender women and partners with one such app, Natural Cycles, in the context of their daily lives. We found that many women valued the technology as a 'natural', inobtrusive alternative to biomedical intervention, and a means of controlling and knowing their bodies, amid a dearth of fertility-related education and care. Yet this technology also intervened materially and affectively into the spaces of their lives and relationships and privileged disembodied metrics (temperature) over embodied knowledge. Meanwhile, app language, advertising and cost have contributed to characterising 'typical' users as white, heterosexual, affluent, cisgender women without disabilities. In the context of neoliberal shifts towards bodily self-tracking, technologies appealing as novel, liberating and 'natural' to individuals who can access them may nevertheless reproduce highly gendered reproductive responsibilities, anxieties and broader health and social inequalities.
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Affiliation(s)
- Pippa Grenfell
- Department of Public Health, Environments & SocietyLondon School of Hygiene and Tropical MedicineLondonUK
| | - Nerissa Tilouche
- Department of Public Health, Environments & SocietyLondon School of Hygiene and Tropical MedicineLondonUK
| | - Jill Shawe
- School of Nursing and MidwiferyUniversity of PlymouthPlymouthUK
| | - Rebecca S. French
- Department of Public Health, Environments & SocietyLondon School of Hygiene and Tropical MedicineLondonUK
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19
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Pearson JT, Chelstowska M, Rowland SP, Benhar E, Kopp-Kallner H, Berglund Scherwitzl E, Acuna J, Gemzell Danielsson K, Scherwitzl R. Contraceptive Effectiveness of an FDA-Cleared Birth Control App: Results from the Natural Cycles U.S. Cohort. J Womens Health (Larchmt) 2020; 30:782-788. [PMID: 33370220 DOI: 10.1089/jwh.2020.8547] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023] Open
Abstract
Background: Digital fertility awareness-based methods of birth control are an attractive alternative to hormonal or invasive birth control for modern women. They are also popular among women who may be planning a pregnancy over the coming years and wish to learn about their individual menstrual cycle. The aim of this study was to assess the effectiveness of the Natural Cycles app at preventing pregnancy for a cohort of women from the United States and to describe the key demographics of current users of the app in such a cohort. Materials and Methods: This prospective real-world cohort study included users who purchased an annual subscription to prevent pregnancy. Demographics were assessed through answers to in-app questionnaires. Birth control effectiveness estimates for the entire cohort were calculated using 1-year pearl index (PI) and 13-cycle cumulative pregnancy probability (Kaplan-Meier life table analysis). Results: The study included 5879 women who contributed an average of 10.5 months of data for a total of 5125 woman-years of exposure. The average user was 30 years old with a body mass index of 24 and reported being in a stable relationship. With typical use, the app had a 13-cycle cumulative pregnancy probability of 7.2% and a 1-year typical use PI of 6.2. When the app was used under perfect use, the PI was 2.0. Conclusions: The data presented in this study give insights into the cohort of women using this app in the United States, and provide country-specific effectiveness estimates. The contraceptive effectiveness of the app was in line with previously published figures from Natural Cycles (PI of seven for typical use and two for perfect use).
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Affiliation(s)
| | | | | | | | - Helena Kopp-Kallner
- Department of Clinical Sciences at Danderyd Hospital, Karolinska Institutet, Stockholm, Sweden
| | | | - Juan Acuna
- Department of Epidemiology and Public Health, Khalifa University, Abu Dhabi, United Arab Emirates
| | - Kristina Gemzell Danielsson
- Department of Women's and Children's Health, Karolinska Institutet and Karolinska University Hospital, Stockholm, Sweden
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20
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Wilkinson J. Technologies of time: women's practices of trying to conceive with ovulation biosensing. SOCIOLOGY OF HEALTH & ILLNESS 2020; 42:1597-1610. [PMID: 32609396 DOI: 10.1111/1467-9566.13150] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/02/2019] [Revised: 05/04/2020] [Accepted: 05/29/2020] [Indexed: 06/11/2023]
Abstract
Ovulation biosensors are devices worn on or used with the body, which can help women detect ovulation. The manufacturers of such devices claim that if women know when they ovulate, couples can arrange heterosexual intercourse during this time, and thus increase their chances of conceiving. Within the contemporary UK context, in which becoming pregnant is presented in the popular media, and in medical discourses, as more difficult for women in their thirties and forties, manufacturers' claims are attractive for those trying to conceive. Yet few sociological studies have examined women's practices of ovulation biosensing. Drawing on women's accounts of tracking ovulation, this paper explores how such practices fit into their trajectories of trying to conceive. It examines why ovulation biosensing seemingly becomes helpful, relevant or important during this time. Ovulation biosensors, it argues, alter the landscape of trying to become pregnant by introducing new stages and materialities which seemingly place women closer to conception. Women engage in ovulation biosensing, not only to help them become pregnant, but also as a way to manage the complexities of fertility and the uncertainties of becoming pregnant in contemporary society.
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Affiliation(s)
- Joann Wilkinson
- Department of Educational Research, Lancaster University, Lancaster, UK
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21
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Barger MK. Current Resources for Evidence-Based Practice, July/August 2020. J Midwifery Womens Health 2020; 65:567-573. [PMID: 32841485 DOI: 10.1111/jmwh.13147] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2020] [Accepted: 06/15/2020] [Indexed: 11/26/2022]
Affiliation(s)
- Mary K Barger
- Hahn School of Nursing and Health Science, Beyster Institute for Nursing Research, University of San Diego, San Diego, California
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